{"title":"基于广义Levinson - Durbin算法的主动噪声控制系统二次路径在线估计","authors":"Shashank Tyagi, Vibhav Katre, N. George","doi":"10.1109/ICDSP.2014.6900726","DOIUrl":null,"url":null,"abstract":"A novel online secondary path modeling scheme for active noise control (ANC) systems based on the Generalized Levinson Durbin (GLD) algorithm is proposed in this paper. A short duration zero mean white Gaussian noise is injected into the system using an active loudspeaker and the GLD algorithm is employed to recursively estimate the secondary path. The performance of the proposed scheme is compared with that obtained by filtered-x least mean square (FxLMS) algorithm based ANC system and Eriksson's method in terms of ensemble mean square error and convergence rate. The new scheme is shown to effectively model the secondary path even without prior knowledge of its order.","PeriodicalId":301856,"journal":{"name":"2014 19th International Conference on Digital Signal Processing","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Online estimation of secondary path in active noise control systems using Generalized Levinson Durbin algorithm\",\"authors\":\"Shashank Tyagi, Vibhav Katre, N. George\",\"doi\":\"10.1109/ICDSP.2014.6900726\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A novel online secondary path modeling scheme for active noise control (ANC) systems based on the Generalized Levinson Durbin (GLD) algorithm is proposed in this paper. A short duration zero mean white Gaussian noise is injected into the system using an active loudspeaker and the GLD algorithm is employed to recursively estimate the secondary path. The performance of the proposed scheme is compared with that obtained by filtered-x least mean square (FxLMS) algorithm based ANC system and Eriksson's method in terms of ensemble mean square error and convergence rate. The new scheme is shown to effectively model the secondary path even without prior knowledge of its order.\",\"PeriodicalId\":301856,\"journal\":{\"name\":\"2014 19th International Conference on Digital Signal Processing\",\"volume\":\"19 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-09-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 19th International Conference on Digital Signal Processing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICDSP.2014.6900726\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 19th International Conference on Digital Signal Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDSP.2014.6900726","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Online estimation of secondary path in active noise control systems using Generalized Levinson Durbin algorithm
A novel online secondary path modeling scheme for active noise control (ANC) systems based on the Generalized Levinson Durbin (GLD) algorithm is proposed in this paper. A short duration zero mean white Gaussian noise is injected into the system using an active loudspeaker and the GLD algorithm is employed to recursively estimate the secondary path. The performance of the proposed scheme is compared with that obtained by filtered-x least mean square (FxLMS) algorithm based ANC system and Eriksson's method in terms of ensemble mean square error and convergence rate. The new scheme is shown to effectively model the secondary path even without prior knowledge of its order.